{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "model to cuda\n"
     ]
    }
   ],
   "source": [
    "from utils import get_som_labeled_img, check_ocr_box, get_caption_model_processor, get_yolo_model\n",
    "import torch\n",
    "from ultralytics import YOLO\n",
    "from PIL import Image\n",
    "device = 'cuda'\n",
    "\n",
    "som_model = get_yolo_model(model_path='weights/icon_detect/best.pt')\n",
    "som_model.to(device)\n",
    "print('model to {}'.format(device))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Florence2LanguageForConditionalGeneration has generative capabilities, as `prepare_inputs_for_generation` is explicitly overwritten. However, it doesn't directly inherit from `GenerationMixin`. From 👉v4.50👈 onwards, `PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.\n",
      "  - If you're using `trust_remote_code=True`, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes\n",
      "  - If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).\n",
      "  - If you are not the owner of the model architecture class, please contact the model code owner to update it.\n"
     ]
    }
   ],
   "source": [
    "# two choices for caption model: fine-tuned blip2 or florence2\n",
    "\n",
    "# caption_model_processor = get_caption_model_processor(model_name=\"blip2\", model_name_or_path=\"weights/icon_caption_blip2\", device=device)\n",
    "caption_model_processor = get_caption_model_processor(model_name=\"florence2\", model_name_or_path=\"weights/icon_caption_florence\", device=device)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(device(type='cuda', index=0), ultralytics.models.yolo.model.YOLO)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "som_model.device, type(som_model) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "image 1/1 /home/yadonglu/OmniParser/imgs/windows_multitab.png: 448x640 215 0s, 5.8ms\n",
      "Speed: 2.1ms preprocess, 5.8ms inference, 1.2ms postprocess per image at shape (1, 3, 448, 640)\n"
     ]
    }
   ],
   "source": [
    "\n",
    "cnt = 0\n",
    "image_path = 'imgs/google_page.png'\n",
    "# image_path = 'imgs/windows_home.png'\n",
    "image_path = 'imgs/windows_multitab.png'\n",
    "\n",
    "BOX_TRESHOLD = 0.03\n",
    "\n",
    "image = Image.open(image_path)\n",
    "image_rgb = image.convert('RGB')\n",
    "box_overlay_ratio = image.size[0] / 3200\n",
    "draw_bbox_config = {\n",
    "    'text_scale': 0.8 * box_overlay_ratio,\n",
    "    'text_thickness': max(int(2 * box_overlay_ratio), 1),\n",
    "    'text_padding': max(int(3 * box_overlay_ratio), 1),\n",
    "    'thickness': max(int(3 * box_overlay_ratio), 1),\n",
    "}\n",
    "\n",
    "ocr_bbox_rslt, is_goal_filtered = check_ocr_box(image_path, display_img = False, output_bb_format='xyxy', goal_filtering=None, easyocr_args={'paragraph': False, 'text_threshold':0.9}, use_paddleocr=True)\n",
    "text, ocr_bbox = ocr_bbox_rslt\n",
    "\n",
    "dino_labled_img, label_coordinates, parsed_content_list = get_som_labeled_img(image_path, som_model, BOX_TRESHOLD = BOX_TRESHOLD, output_coord_in_ratio=False, ocr_bbox=ocr_bbox,draw_bbox_config=draw_bbox_config, caption_model_processor=caption_model_processor, ocr_text=text,use_local_semantics=True, iou_threshold=0.1, imgsz=640)\n",
    "\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7fb85a943320>"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot dino_labled_img it is in base64\n",
    "import base64\n",
    "import matplotlib.pyplot as plt\n",
    "import io\n",
    "plt.figure(figsize=(12,12))\n",
    "\n",
    "image = Image.open(io.BytesIO(base64.b64decode(dino_labled_img)))\n",
    "plt.axis('off')\n",
    "\n",
    "plt.imshow(image)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Text Box ID 0: Task Manager',\n",
       " 'Text Box ID 1: storage',\n",
       " 'Text Box ID 2: ) InPrivate',\n",
       " 'Text Box ID 3: G',\n",
       " 'Text Box ID 4: Google',\n",
       " 'Text Box ID 5: C',\n",
       " 'Text Box ID 6: https://www.google.com',\n",
       " 'Text Box ID 7: Processes',\n",
       " 'Text Box ID 8:  Run new task',\n",
       " 'Text Box ID 9: O End task',\n",
       " 'Text Box ID 10: ...',\n",
       " 'Text Box ID 11:  New folder',\n",
       " 'Text Box ID 12: G Google',\n",
       " 'Text Box ID 13: ) Idm_finetune/ldm-ft...',\n",
       " 'Text Box ID 14:  Gradio Pipelines - Recent',\n",
       " 'Text Box ID 15: ) haotian-liu/LLaVA: [..',\n",
       " 'Text Box ID 16: I P',\n",
       " 'Text Box ID 17: Processes',\n",
       " 'Text Box ID 18: 67%',\n",
       " 'Text Box ID 19: 54%',\n",
       " 'Text Box ID 20: 1%',\n",
       " 'Text Box ID 21: Status',\n",
       " 'Text Box ID 22: CPU',\n",
       " 'Text Box ID 23: Memory',\n",
       " 'Text Box ID 24: Disk',\n",
       " 'Text Box ID 25: About',\n",
       " 'Text Box ID 26: GmailImages',\n",
       " 'Text Box ID 27: ::',\n",
       " 'Text Box ID 28: Sign in',\n",
       " 'Text Box ID 29: Performance',\n",
       " 'Text Box ID 30: Store',\n",
       " 'Text Box ID 31: @ Microsoft Edge',\n",
       " 'Text Box ID 32: 15.6%',\n",
       " 'Text Box ID 33: 1,829.9 MB',\n",
       " 'Text Box ID 34: 0.1 MB/s',\n",
       " 'Text Box ID 35: i Microsoft Teams',\n",
       " 'Text Box ID 36: 1.0%',\n",
       " 'Text Box ID 37: 142.9 MB',\n",
       " 'Text Box ID 38: 0.1 MB/s',\n",
       " 'Text Box ID 39: App history',\n",
       " 'Text Box ID 40:  Microsoft Azure Storage Explo...',\n",
       " 'Text Box ID 41: Efficiency..',\n",
       " 'Text Box ID 42: 0.8%',\n",
       " 'Text Box ID 43: 245.0 MB',\n",
       " 'Text Box ID 44: 0.1 MB/s',\n",
       " 'Text Box ID 45: Startup apps',\n",
       " 'Text Box ID 46: WebView2 Manager',\n",
       " 'Text Box ID 47:  0%',\n",
       " 'Text Box ID 48: 75.9 MB',\n",
       " 'Text Box ID 49: 0.1 MB/s',\n",
       " 'Text Box ID 50: 1.1 MB',\n",
       " 'Text Box ID 51: Users',\n",
       " 'Text Box ID 52:  Service Host: Storage Service',\n",
       " 'Text Box ID 53:  0%',\n",
       " 'Text Box ID 54: 0 MB/s',\n",
       " 'Text Box ID 55: 8',\n",
       " 'Text Box ID 56: Details',\n",
       " 'Text Box ID 57: C3',\n",
       " 'Text Box ID 58: Services',\n",
       " 'Text Box ID 59: Google',\n",
       " 'Text Box ID 60: Google Search',\n",
       " \"Text Box ID 61: I'm Feeling Lucky\",\n",
       " 'Text Box ID 62: Discover all the ways Chrome keeps you safe while you browse',\n",
       " 'Text Box ID 63:  Our third decade of climate action: join us',\n",
       " 'Text Box ID 64:  Advertising',\n",
       " 'Text Box ID 65: Business',\n",
       " 'Text Box ID 66: How Search works',\n",
       " 'Text Box ID 67: Privacy',\n",
       " 'Text Box ID 68: Terms',\n",
       " 'Text Box ID 69: Settings',\n",
       " 'Text Box ID 70: *3',\n",
       " 'Text Box ID 71: Settings',\n",
       " 'Text Box ID 72: Q Search',\n",
       " 'Text Box ID 73: 3:53 PM',\n",
       " 'Text Box ID 74: Micro',\n",
       " 'Text Box ID 75: N',\n",
       " 'Text Box ID 76: M',\n",
       " 'Text Box ID 77: 10/25/2024',\n",
       " 'Icon Box ID 78: Microsoft Edge browser.',\n",
       " 'Icon Box ID 79: Microsoft 365.',\n",
       " 'Icon Box ID 80: Microsoft Edge browser.',\n",
       " 'Icon Box ID 81: Teams.',\n",
       " 'Icon Box ID 82: Find',\n",
       " 'Icon Box ID 83: Microsoft Outlook.',\n",
       " 'Icon Box ID 84: Image',\n",
       " 'Icon Box ID 85: Maximize',\n",
       " 'Icon Box ID 86: Close',\n",
       " 'Icon Box ID 87: Dictate',\n",
       " 'Icon Box ID 88: creating a new document or file.',\n",
       " 'Icon Box ID 89: Five-point star',\n",
       " 'Icon Box ID 90: a search function.',\n",
       " 'Icon Box ID 91: Increase',\n",
       " 'Icon Box ID 92: More options',\n",
       " 'Icon Box ID 93: the Windows operating system.',\n",
       " 'Icon Box ID 94: Hyperlink',\n",
       " 'Icon Box ID 95: Health monitoring',\n",
       " 'Icon Box ID 96: Microsoft Outlook.',\n",
       " 'Icon Box ID 97: minimizing a window.',\n",
       " 'Icon Box ID 98: uBlock Origin (Ctrl+T)',\n",
       " 'Icon Box ID 99: Back',\n",
       " 'Icon Box ID 100: Rectangle',\n",
       " 'Icon Box ID 101: minimizing a window.',\n",
       " 'Icon Box ID 102: opening a folder.',\n",
       " 'Icon Box ID 103: Label',\n",
       " 'Icon Box ID 104: Maximize window',\n",
       " 'Icon Box ID 105: Close',\n",
       " 'Icon Box ID 106: Close']"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# print(label_coordinates)\n",
    "parsed_content_list"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "pilot",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
